2 papers
cs.AI2026
Heuristic Multiobjective Discrete Optimization using Restricted Decision Diagrams
Rahul Patel, Elias B. Khalil, David Bergman
Decision diagrams (DDs) have emerged as a state-of-the-art method for exact multiobjective integer linear programming. When the DD is too large to fit into memory or the decision-m…
cs.LG2025
Learning to Optimize for Mixed-Integer Non-linear Programming with Feasibility Guarantees
Bo Tang, Elias B. Khalil, Ján DrgoÅa
Mixed-integer nonlinear programs (MINLPs) arise in domains such as energy systems, process engineering, and transportation, and are notoriously difficult to solve at scale due to t…